Takip et
Bryan Kian Hsiang Low
Bryan Kian Hsiang Low
Associate Professor (with tenure), Department of Computer Science, National University of Singapore
comp.nus.edu.sg üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection
QP Nguyen, KW Lim, DM Divakaran, KH Low, MC Chan
IEEE Conference on Communications and Network Security (CNS'19), 91-99, 2019
224*2019
Collaborative Machine Learning with Incentive-Aware Model Rewards
RHL Sim, Y Zhang, MC Chan, BKH Low
37th International Conference on Machine Learning (ICML-20), 8927-8936, 2020
1792020
Variational Bayesian Unlearning
QP Nguyen, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 33: 34th Annual Conference …, 2020
1452020
Multi-robot informative path planning for active sensing of environmental phenomena: A tale of two algorithms
N Cao, KH Low, JM Dolan
12th International Conference on Autonomous Agents and Multiagent Systems …, 2013
1442013
Adaptive multi-robot wide-area exploration and mapping
KH Low, JM Dolan, P Khosla
7th International Conference on Autonomous Agents and Multiagent Systems …, 2008
1432008
Federated Bayesian Optimization via Thompson Sampling
Z Dai, KH Low, P Jaillet
Advances in Neural Information Processing Systems 33: 34th Annual Conference …, 2020
1392020
Gaussian Process Decentralized Data Fusion and Active Sensing for Spatiotemporal Traffic Modeling and Prediction in Mobility-on-Demand Systems
J Chen, KH Low, Y Yao, P Jaillet
IEEE Transactions on Automation Science and Engineering 12 (3), 901-921, 2015
1292015
Multi-Robot Active Sensing of Non-Stationary Gaussian Process-Based Environmental Phenomena
R Ouyang, KH Low, J Chen, P Jaillet
13th International Conference on Autonomous Agents and Multiagent Systems …, 2014
1162014
Information-theoretic approach to efficient adaptive path planning for mobile robotic environmental sensing
KH Low, JM Dolan, P Khosla
19th International Conference on Automated Planning and Scheduling (ICAPS-09 …, 2009
1142009
Autonomous personal vehicle for the first-and last-mile transportation services
ZJ Chong, B Qin, T Bandyopadhyay, T Wongpiromsarn, ES Rankin, ...
5th IEEE International Conference on Cybernetics and Intelligent Systems and …, 2011
1102011
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data
TN Hoang, QM Hoang, KH Low
32nd International Conference on Machine Learning (ICML-15), 569-578, 2015
1092015
Gradient driven rewards to guarantee fairness in collaborative machine learning
X Xu, L Lyu, X Ma, C Miao, CS Foo, BKH Low
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
932021
A hybrid mobile robot architecture with integrated planning and control
KH Low, WK Leow, MH Ang Jr
First International Joint Conference on Autonomous Agents and Multiagent …, 2002
912002
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
FX Fan, Y Ma, Z Dai, W Jing, C Tan, BKH Low
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
892021
Autonomic mobile sensor network with self-coordinated task allocation and execution
KH Low, WK Leow, MH Ang Jr
IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications …, 2006
892006
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
T Liu, BKH Low
arXiv preprint arXiv:2305.14201, 2023
852023
Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond
CK Ling, KH Low, P Jaillet
30th AAAI Conference on Artificial Intelligence (AAAI-16), 1860-1866, 2016
822016
Information-based multi-fidelity Bayesian optimization
Y Zhang, TN Hoang, BKH Low, M Kankanhalli
NIPS Workshop on Bayesian Optimization, 2017
812017
Task allocation via self-organizing swarm coalitions in distributed mobile sensor network
KH Low, WK Leow, MH Ang Jr
19th National Conference on Artificial Intelligence (AAAI-04), 28-33, 2004
812004
Validation free and replication robust volume-based data valuation
X Xu, Z Wu, CS Foo, BKH Low
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
772021
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